Agricultural drivers of field margin plant communities are scale-dependent

•Agricultural impacts on field margin plants vary with spatial resolution and extent.•Plant richness is explained locally by agricultural practices.•Plant richness is explained by climate and crop diversity at large-scales.•Plant composition responds more to fertilization and crop diversity at large-scales.•Agricultural effects are better detected at a regional scale and are region-specific.